ironproseFiction prose analysis — catch weak verbs, repetition, clichés, passive voice, and other craft issues in manuscripts
Install via ClawdBot CLI:
clawdbot install jpoehnelt/ironproseGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/benchcutlogic/ironprose-cliAudited Apr 16, 2026 · audit v1.0
Generated Mar 21, 2026
Authors use IronProse to analyze draft chapters for craft issues like weak verbs and clichés before submission. It provides JSON output for easy integration into writing workflows, helping improve prose quality efficiently.
Creative writing instructors employ IronProse to provide objective, data-driven feedback on student submissions. The compare feature allows tracking revisions, while rating diagnostics refines the tool's accuracy over time.
Publishing houses integrate IronProse into their editing pipelines to flag repetitive phrases and passive voice in manuscripts. JSON output enables automation, reducing manual review time and ensuring consistent style standards.
Game developers and screenwriters use IronProse to analyze narrative text for show-don't-tell violations and adverb overuse. The schema introspection helps agents programmatically adapt the tool for interactive storytelling projects.
Offer a free tier with limited word counts (e.g., 5000 words) and paid tiers for higher volumes or advanced features. Revenue comes from monthly subscriptions based on usage, targeting indie authors and enterprises.
Sell annual licenses to publishing companies and educational institutions for unlimited access and custom integrations. Includes priority support and tailored rule sets, generating stable, high-value contracts.
Monetize by providing API keys and developer tools for third-party integrations, such as writing apps and editing software. Revenue streams include partnership fees and revenue sharing from integrated platforms.
💬 Integration Tip
Use the schema introspection command to programmatically understand API structures before calling, and always output JSON to avoid format inconsistencies in automated workflows.
Scored Apr 19, 2026
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